Search Results for author: Amy Shah

Found 3 papers, 1 papers with code

TRScore: A Novel GPT-based Readability Scorer for ASR Segmentation and Punctuation model evaluation and selection

no code implementations • 27 Oct 2022 • Piyush Behre, Sharman Tan, Amy Shah, Harini Kesavamoorthy, Shuangyu Chang, Fei Zuo, Chris Basoglu, Sayan Pathak

Punctuation and Segmentation are key to readability in Automatic Speech Recognition (ASR), often evaluated using F1 scores that require high-quality human transcripts and do not reflect readability well.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

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Smart Speech Segmentation using Acousto-Linguistic Features with look-ahead

no code implementations • 26 Oct 2022 • Piyush Behre, Naveen Parihar, Sharman Tan, Amy Shah, Eva Sharma, Geoffrey Liu, Shuangyu Chang, Hosam Khalil, Chris Basoglu, Sayan Pathak

For the downstream task of machine translation, it improves the translation BLEU score by an average of 1. 05 points.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +5

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A General Framework for Information Extraction using Dynamic Span Graphs

3 code implementations • NAACL 2019 • Yi Luan, Dave Wadden, Luheng He, Amy Shah, Mari Ostendorf, Hannaneh Hajishirzi

We introduce a general framework for several information extraction tasks that share span representations using dynamically constructed span graphs.

Ranked #1 on Relation Extraction on ACE 2004 (Cross Sentence metric)

Joint Entity and Relation Extraction Named Entity Recognition (NER) +1

180

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